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DataBridge

Email cleaning that shows its work

Email
Email Marketing
SaaS
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Hunted byDamian ForzaniDamian Forzani

Email cleaners always felt like a black box. Upload a list, get a number back, no idea what got tossed or why. DataBridge runs 8 validators on every address - syntax, MX, typos, role accounts, disposables, duplicates, no-reply, risky TLDs. Each rejection tells you why. Plus auto-repair: gmial.com becomes gmail.com in one click, instead of just being deleted. Saves 3-8% of typical lists. Solo founder, 8 months in. Free: 1,000 rows/month, no card. Pro: $29/mo for 100k rows.

Top comment

Hey PH 👋


I'm Damian, Solo founder, 8 months building DataBridge on nights and weekends.


Why I built it

kept seeing email lists where 10-20% of the rows were broken. Typos like gmial.com, role accounts, disposables, dead domains. The cleaners I tried treated it as a black box - upload a list, get back "84% valid!" and a bill. No reasoning, no way to fix what was fixable. I wanted one that showed its work.

What it does

Runs 8 validators per address: syntax, MX records (does the domain actually have a mail server?), typo detection, role accounts, disposables, duplicate detection, no-reply patterns, risky TLDs. Each rejection comes with a sourced reason so you can see exactly why before deciding what to do.

The part I'm most proud of is auto-repair. Instead of throwing out gmial.com addresses, we suggest the fix (gmail.com) and you approve in one click. Recovers 3-8% of typical lists that other cleaners just delete.

Stack
Next.js 15 + Tailwind v4 + Supabase, async validation worker on Railway, Paddle for billing. The validation logic was the easy part. CSV parsing nearly killed me - BOM markers, mixed encodings, escaped commas, header rows that aren't really header rows. Rewrote the parser 3 times before it stopped crashing on real customer files.

Pricing

Free tier 1,000 rows/month no card. Pro $29/mo for 100k rows + auto-repair.


Brutal feedback welcome, especially from anyone running newsletters or B2B email. Two things I'd love feedback on: what audit fields you'd want that I don't have yet, and what would actually make you trust an "invalid" verdict enough to delete the row.

(Especially curious about the second one - it's the trust gap I haven't fully figured out yet.)

Thanks for reading 🙏

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About DataBridge on Product Hunt

Email cleaning that shows its work

DataBridge was submitted on Product Hunt and earned 5 upvotes and 1 comments, placing #96 on the daily leaderboard. Email cleaners always felt like a black box. Upload a list, get a number back, no idea what got tossed or why. DataBridge runs 8 validators on every address - syntax, MX, typos, role accounts, disposables, duplicates, no-reply, risky TLDs. Each rejection tells you why. Plus auto-repair: gmial.com becomes gmail.com in one click, instead of just being deleted. Saves 3-8% of typical lists. Solo founder, 8 months in. Free: 1,000 rows/month, no card. Pro: $29/mo for 100k rows.

DataBridge was featured in Email (36.7k followers), Email Marketing (33.4k followers) and SaaS (42.2k followers) on Product Hunt. Together, these topics include over 55.2k products, making this a competitive space to launch in.

Who hunted DataBridge?

DataBridge was hunted by Damian Forzani. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

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